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Models/PE_spatial (DETA)

PE_spatial (DETA)

Reported on 10 benchmarks across 5 tasks · 1 paper · 10 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology8 results

  • 3DonCOCO minival
    Params (M)· uses extra data· 2025-04-17
    1900
    SOTA
    Perception Encoder: The best visual embeddings are not at the output of the networkarXiv:2504.13181
  • 3DonCOCO minival
    box AP· uses extra data· 2025-04-17
    66
    SOTA
    Perception Encoder: The best visual embeddings are not at the output of the networkarXiv:2504.13181
  • 2D ClassificationonCOCO minival
    Params (M)· uses extra data· 2025-04-17
    1900
    SOTA
    Perception Encoder: The best visual embeddings are not at the output of the networkarXiv:2504.13181
  • 2D ClassificationonCOCO minival
    box AP· uses extra data· 2025-04-17
    66
    SOTA
    Perception Encoder: The best visual embeddings are not at the output of the networkarXiv:2504.13181
  • 2D Object DetectiononCOCO minival
    Params (M)· uses extra data· 2025-04-17
    1900
    SOTA
    Perception Encoder: The best visual embeddings are not at the output of the networkarXiv:2504.13181
  • 2D Object DetectiononCOCO minival
    box AP· uses extra data· 2025-04-17
    66
    SOTA
    Perception Encoder: The best visual embeddings are not at the output of the networkarXiv:2504.13181
  • 16konCOCO minival
    Params (M)· uses extra data· 2025-04-17
    1900
    SOTA
    Perception Encoder: The best visual embeddings are not at the output of the networkarXiv:2504.13181
  • 16konCOCO minival
    box AP· uses extra data· 2025-04-17
    66
    SOTA
    Perception Encoder: The best visual embeddings are not at the output of the networkarXiv:2504.13181

Computer Vision2 results

  • Object DetectiononCOCO minival
    Params (M)· uses extra data· 2025-04-17
    1900
    SOTA
    Perception Encoder: The best visual embeddings are not at the output of the networkarXiv:2504.13181
  • Object DetectiononCOCO minival
    box AP· uses extra data· 2025-04-17
    66
    SOTA
    Perception Encoder: The best visual embeddings are not at the output of the networkarXiv:2504.13181